• DocumentCode
    1533660
  • Title

    Analysis and parameter estimation of bilinear systems using Taylor operational matrices

  • Author

    Chung, H.-Y. ; Sun, Y.-Y.

  • Author_Institution
    Dept. of Mech. Eng., Nat. Cheng Kung Univ., Taiwan
  • Volume
    17
  • Issue
    6
  • fYear
    1987
  • Firstpage
    1068
  • Lastpage
    1071
  • Abstract
    The problem of analysis and parameter estimation by means of the Taylor operational matrix is addressed. The goals are twofold. For system analysis, variables of the deterministic bilinear system with time-varying parameters are expanded into Taylor polynomials, and the solution of a differential equation is reduced to that of a linear algebraic matrix equation. The second goal is to estimate the unknown parameters of time-invariant deterministic bilinear systems. Numerical examples with satisfactory results are given to show the usefulness of this approach.
  • Keywords
    linear systems; matrix algebra; nonlinear systems; parameter estimation; time-varying systems; Taylor operational matrix; bilinear systems; deterministic system; differential equation; parameter estimation; system analysis; time-invariant systems; time-varying parameters;
  • fLanguage
    English
  • Journal_Title
    Systems, Man and Cybernetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9472
  • Type

    jour

  • DOI
    10.1109/TSMC.1987.6499317
  • Filename
    6499317